color-style-ab-serving.yaml

apiVersion: core.oam.dev/v1beta1
kind: Application
metadata:
  name: color-style-ab-serving
  namespace: default
spec:
  components:
  - name: color-ab-serving
    type: model-serving
    properties:
      protocol: tensorflow
      predictors:
        - name: model1
          replicas: 1
          graph:
            name: my-model
            implementation: tensorflow
            modelUri: pvc://color-model/model/v2
  - name: style-ab-serving
    type: model-serving
    properties:
      protocol: tensorflow
      timeout: "10000"
      customRouting:
        # 指定自定义 Header
        header: "style: transfer"
        # 指定自定义路由
        serviceName: "color-ab-serving"
      predictors:
        - name: model2
          replicas: 1
          graph:
            name: my-model
            implementation: tensorflow
            modelUri: pvc://style-model/model
  - name: ab-rest-serving
    type: webservice
    dependsOn:
      - color-ab-serving
      - style-ab-serving
    properties:
      image: fogdong/style-serving:v1
      exposeType: LoadBalancer
      env:
        - name: URL
          value: http://ambassador.vela-system.svc.cluster.local/seldon/default/color-ab-serving/v1/models/my-model:predict
      ports:
        - port: 3333
          expose: true